KEMLG - Grup d'Enginyeria del Coneixement i Aprenentatge Automàtic

 

Pàgina web del grup de recerca

Recent Submissions

  • Denoising wavefront sensor image with deep neural networks 

    Pou Mulet, Bartomeu; Quiñones Moreno, Eduardo; Gratadour, Damien; Martín Muñoz, Mario (International Society for Photo-Optical Instrumentation Engineers (SPIE), 2020)
    Conference report
    Open Access
    A classical closed-loop adaptive optics system with a Shack-Hartmann wavefront sensor (WFS) relies on a center of gravity approach to process the WFS information and an integrator with gain to produce the commands to a ...

  • The role of intelligent decision support systems in sustainability: an end-user experience 

    Gibert, Karina; Sànchez-Marrè, Miquel; Jadoon, Muhammad Awais; Grabiec, Natalia; Lovagnini, Greta; Perriard, Arnaud; Sharma, Sumit; Wargocki, Piotr (2019)
    Conference lecture
    Restricted access - publisher's policy
    The paper presents a preliminary analysis of some intelligent decision support systems for sustainability from the point of view of the end user experience, by comparing up to four available systems. The role that these ...

  • Evaluating University-Business Collaboration at Science Parks: a Business Perspective 

    Olvera Herrera, Claudia; Piqué, Josep Ma; Cortés García, Claudio Ulises; Nemirovsky, Mario (2020-07-01)
    Article
    Open Access
    The evaluation of the companies’ performance at University Science Parks (SPs) becomes essential in identifying the needs of the companies and the feasibility of the University-Business Collaboration (ubc). The companies’ ...

  • GOPHER, an HPC framework for large scale graph exploration and inference 

    Josep Fabregó, Marc; Teruel García, Xavier; Giménez Ábalos, Víctor; Cirilo, Davide; Garcia Gasulla, Dario; Álvarez Napagao, Sergio; Garcia Gasulla, Marta; Ayguadé Parra, Eduard; Valencia, Alfonso (Springer, 2020)
    Conference report
    Open Access
    Biological ontologies, such as the Human Phenotype Ontology (HPO) and the Gene Ontology (GO), are extensively used in biomedical research to investigate the complex relationship that exists between the phenome and the ...

  • Representació del coneixement: una síntesi 

    Sànchez-Marrè, Miquel (1991-11)
    External research report
    Open Access
    En aquesta síntesi es presenta una visió global dels principals formalismes de representació del coneixement, que s'han desenvolupat al llarg de la història de la Intel·ligència Artificial. Aquesta revisió ve precedida ...

  • Data augmentation for deep learning of non-mydriatic screening retinal fundus images 

    Moya Sánchez, Eduardo Ulises; Sánchez Pérez, Abraham; Zapata Victori, Miguel Ángel; Moreno, Jonatan; Garcia Gasulla, Dario; Parés, Ferran; Ayguadé Parra, Eduard; Labarta Mancho, Jesús José; Cortés García, Claudio Ulises (Springer, 2018)
    Conference report
    Restricted access - publisher's policy
    Fundus image is an effective and low-cost tool to screen for common retinal diseases. At the same time, Deep Learning (DL) algorithms have been shown capable of achieving similar or even better performance accuracies than ...

  • El día después 

    Cortés García, Claudio Ulises (Universidad Nacional Autónoma de México, 2020-07-23)
    Article
    Open Access
    Se exploran las implicaciones del uso de herramientas algorítmicas de rastreo de los contactos digitales usando una aplicación en dispositivos móviles conectados a Internet. En la prevención de la propagación de la COVID19, ...

  • KLASS: estudi d'un sistema d'ajuda al tractament estadístic de grans bases de dades (Master Thesis) 

    Gibert, Karina (1991-03)
    External research report
    Open Access

  • Fast single image defogging with robust sky detection 

    Salazar Colores, Sebastián; Moya Sánchez, E. Ulises; Ramos Arreguín, Juan-Manuel; Cabal Yépez, Eduardo; Flores, Gerardo; Cortés García, Claudio Ulises (Institute of Electrical and Electronics Engineers (IEEE), 2020-08-11)
    Article
    Open Access
    Haze is a source of unreliability for computer vision applications in outdoor scenarios, and it is usually caused by atmospheric conditions. The Dark Channel Prior (DCP) has shown remarkable results in image defogging with ...

  • Reputation-based maintenance in case-based reasoning 

    Nakhjiri, Nariman; Salamó, Maria; Sànchez-Marrè, Miquel (2020-04-06)
    Article
    Open Access
    Case Base Maintenance algorithms update the contents of a case base in order to improve case-based reasoner performance. In this paper, we introduce a new case base maintenance method called Reputation-Based Maintenance ...

  • Agentes en la red 

    Cortés García, Claudio Ulises; Hall, Tim P.; Mor Pera, Enric; Sànchez-Marrè, Miquel (Asociación de Técnicos de Informática, 1996-12)
    Article
    Open Access

  • Aprendizaje autómatico 

    Béjar Alonso, Javier; Cortés García, Claudio Ulises; Sànchez-Marrè, Miquel (Asociación de Técnicos de Informática, 1998-01)
    Article
    Open Access

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